Difficulty: Medium
Correct Answer: 37/256
Explanation:
Introduction / Context:“At least k heads” suggests summing binomial probabilities. For 8 fair coins, we sum for 6, 7, and 8 heads. Each outcome has probability (1/2)^8.
Given Data / Assumptions:n = 8, p(head) = 1/2, independence across coins.
Concept / Approach:Use binomial coefficients C(8,6), C(8,7), C(8,8) and divide by 2^8 = 256.
Step-by-Step Solution:
C(8,6) = 28C(8,7) = 8C(8,8) = 1Total favorable = 28 + 8 + 1 = 37Probability = 37/256Verification / Alternative check:By symmetry, P(X ≥ 6) = P(X ≤ 2); indeed C(8,0)+C(8,1)+C(8,2) = 1+8+28 = 37 ⇒ same result.
Why Other Options Are Wrong:Values like 25/57 or 1/13 are unrelated to 2^8 denominators and correct counts.
Common Pitfalls:Forgetting to include all three counts (6,7,8) or miscomputing combinations.
Final Answer:37/256
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